CN111400132B - Automatic monitoring method and system for on-shelf APP - Google Patents
Automatic monitoring method and system for on-shelf APP Download PDFInfo
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- CN111400132B CN111400132B CN202010155629.9A CN202010155629A CN111400132B CN 111400132 B CN111400132 B CN 111400132B CN 202010155629 A CN202010155629 A CN 202010155629A CN 111400132 B CN111400132 B CN 111400132B
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- 238000012544 monitoring process Methods 0.000 title claims abstract description 56
- 238000000034 method Methods 0.000 title claims abstract description 36
- 238000001514 detection method Methods 0.000 claims description 19
- 238000012545 processing Methods 0.000 claims description 16
- 230000008859 change Effects 0.000 claims description 15
- 238000010586 diagram Methods 0.000 claims description 8
- 238000009434 installation Methods 0.000 claims description 6
- 230000002123 temporal effect Effects 0.000 claims description 4
- 238000007619 statistical method Methods 0.000 abstract description 3
- 238000004590 computer program Methods 0.000 description 4
- 230000001960 triggered effect Effects 0.000 description 4
- 208000001613 Gambling Diseases 0.000 description 3
- 230000008878 coupling Effects 0.000 description 3
- 238000010168 coupling process Methods 0.000 description 3
- 238000005859 coupling reaction Methods 0.000 description 3
- 238000005192 partition Methods 0.000 description 3
- 238000012795 verification Methods 0.000 description 3
- 238000004891 communication Methods 0.000 description 2
- 230000006870 function Effects 0.000 description 2
- 230000003287 optical effect Effects 0.000 description 2
- 238000013461 design Methods 0.000 description 1
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- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/30—Monitoring
- G06F11/3003—Monitoring arrangements specially adapted to the computing system or computing system component being monitored
- G06F11/302—Monitoring arrangements specially adapted to the computing system or computing system component being monitored where the computing system component is a software system
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02D—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
- Y02D10/00—Energy efficient computing, e.g. low power processors, power management or thermal management
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Abstract
The application discloses an automatic monitoring method and system of an on-shelf APP, wherein the method comprises the following steps: downloading an application program package to be detected and installing an application program; screenshot is carried out on the real-time interface of the installed application program so as to obtain a real-time interface picture of the application program; and monitoring and analyzing the real-time interface picture of the application program to determine whether the content of the application program has violation information. The application automatically monitors the application program package in batches, automatically captures and records the screen, automatically compares the screen, finds and detects the replacement content of the application program package, and finally carries out statistical analysis on the result.
Description
Technical Field
The application belongs to the technical field of Internet, and particularly relates to an automatic monitoring method and system of an on-shelf APP.
Background
At present, a large number of gray applications, such as gambling applications, appear in the Application market of Application terminals, such as large mobile phones, and the gray applications often start to be disguised as normal mobile Application online Application markets, and are disguised as normal APP (Application) in different areas and at different times by being normally online; after normal online, APP is subjected to hot update to convert APP contents in different time periods and different areas into gray contents, and verification is mainly carried out on the gray contents by manual verification to monitor illegal contents, so that gray application in a monitoring application market is very difficult, continuous monitoring cost is huge, evidence obtaining is difficult, finding is not timely, and manual verification is not accurate enough.
Disclosure of Invention
The embodiment of the application provides an automatic monitoring method and system of an on-shelf APP, electronic equipment and a storage medium, which are used for solving at least one problem in the prior art.
In a first aspect, an embodiment of the present application provides an automatic monitoring method for an on-shelf APP, where the automatic monitoring method includes the following steps:
downloading an application program package to be detected and installing an application program;
screenshot is carried out on the real-time interface of the installed application program so as to obtain a real-time interface picture of the application program;
and monitoring and analyzing the real-time interface picture of the application program to determine whether the content of the application program has violation information.
Further, the real-time interface picture of the application program can be obtained by the following ways: and carrying out real-time polling detection on the application program and carrying out screenshot on polling results in each period of time so as to obtain a real-time interface picture of the application program.
Further, after the application program performs the real-time polling detection, the method further includes the following steps: the temporal and/or spatial state of the terminal device is modified to trigger a change in the content of the application.
Further, after the modifying the time and/or space state of the terminal device, the method further comprises the following steps: and comparing the initial starting interface of the application program with the interface of the application program of the modified terminal equipment, and processing the application program based on a comparison result.
Further, the monitoring and analyzing the real-time interface picture of the application program includes the following sub-steps:
classifying the real-time interface pictures of the application program obtained after the polling detection;
adopting a picture similarity algorithm to calculate the similarity between the real-time interface pictures of the application programs with the same name;
and determining whether illegal information exists in the content of the application program according to the similarity between the real-time interface pictures.
In a second aspect, an embodiment of the present application provides an automatic monitoring system for an on-shelf APP, where the automatic monitoring system includes an installation module, a screenshot module, and an analysis module;
the installation module is used for downloading an application program package to be detected and installing an application program;
the screenshot module is used for screenshot the real-time interface of the installed application program to obtain a real-time interface picture of the application program;
the analysis module is used for monitoring and analyzing the real-time interface picture of the application program to determine whether the illegal information exists in the content of the application program.
Further, the screenshot module obtains a real-time interface diagram of the application program by performing the following operations: and carrying out real-time polling detection on the application program and carrying out screenshot on polling results in each period of time so as to obtain a real-time interface picture of the application program.
Further, the automatic monitoring system further comprises a triggering module, wherein the triggering module is used for modifying the time and/or space state of the terminal equipment to trigger the content of the application program to change after the screenshot module performs real-time polling detection on the application program.
Further, the automatic monitoring system further comprises a processing module, wherein the processing module performs the following operations: and comparing the initial starting interface of the application program with the interface of the application program of the modified terminal equipment, and processing the application program based on a comparison result.
Further, the analysis module comprises a classification sub-module, a similarity acquisition sub-module and a determination sub-module; the classifying sub-module is used for classifying the real-time interface pictures of the application program obtained after the polling detection;
the similarity obtaining submodule adopts a picture similarity algorithm to calculate the similarity between the real-time interface pictures of the application programs with the same name;
and the determining submodule determines whether illegal information exists in the content of the application program according to the similarity between the real-time interface pictures.
In a third aspect, an embodiment of the present application provides an electronic device including: a processor and a storage device; the storage device is stored with a computer program, and the processor implements the automatic monitoring method according to any one of the above applications when executing the computer program on the storage device.
In a fourth aspect, embodiments of the present application provide a computer readable storage medium having a computer program stored thereon, which when executed by a processor, implements the automatic monitoring method of any of the above-described applications.
The application automatically monitors the application program package in batches, automatically captures and records the screen, automatically compares the screen, finds and detects the replacement content of the application program package, and finally carries out statistical analysis on the result.
Drawings
Fig. 1 is a schematic flow chart of an automatic monitoring method of an on-shelf APP according to an embodiment of the present application;
fig. 2 is a flow chart of an automatic monitoring method of an on-shelf APP according to another embodiment of the present application;
fig. 3 is a schematic structural diagram of an automatic monitoring system of an on-shelf APP according to an embodiment of the present application;
fig. 4 is an application schematic diagram of an automatic monitoring method of an on-shelf APP according to an embodiment of the present application;
fig. 5 is a schematic structural diagram of an electronic device according to an embodiment of the present application.
Detailed Description
The present application will be described in detail below with reference to the embodiments shown in the drawings, but it should be understood that the embodiments are not limited to the present application, and functional, method, or structural equivalents and alternatives according to the embodiments are within the scope of protection of the present application by those skilled in the art.
Example 1
Referring to fig. 1, fig. 1 is a flow chart of an automatic monitoring method for an on-shelf APP according to an embodiment of the present application, where the automatic monitoring method includes the following steps:
s100: downloading an application program package to be detected and installing an application program;
s200: screenshot is carried out on the real-time interface of the installed application program so as to obtain a real-time interface picture of the application program;
s300: and monitoring and analyzing the real-time interface picture of the application program to determine whether the content of the application program has violation information.
The automatic monitoring method of the on-shelf APP in this embodiment will be described in detail below.
Referring to fig. 1 and 2, the specific implementation steps of the automatic monitoring method are as follows:
s100, downloading an application program package to be detected and installing an application program; specifically, the terminal equipment can be used for collecting system data and downloading an application program package, wherein the system data collected by the terminal equipment can comprise modes of directly uploading APK (Android application package, android application program package) on a front end page of the terminal equipment, downloading URL, directly logging in an application market to download APK and the like;
in one embodiment, the downloading of the application package to be detected has the sub-steps of:
receiving a URL address of an APK to be detected;
automatically extracting the URL address and performing data deduplication processing;
downloading APK to be detected according to the URL address after the data deduplication processing; and the URL address after the data deduplication processing can be placed in a downloader of the Android system, and the Android system automatically downloads the APK file package required to be detected.
In one embodiment, the application package APK to be detected may be automatically issued to each terminal device, and the terminal device installs the application, and the content change of the application uses the actual interface change as the basis for the subsequent monitoring analysis.
In step S200, the real-time interface picture of the application program may be obtained by: carrying out real-time polling detection on an application program and carrying out screenshot on polling results in each period of time to obtain a real-time interface picture of the application program; in this embodiment, since the application packages in the application list have a certain number and are a continuous adding process, a plurality of terminal devices are required to form a matrix in the automatic monitoring system of the application, and the application in the application list to be detected can be detected by means of scheduling and polling.
After the application program is subjected to the real-time polling detection, the method further comprises the following steps:
detecting the installed application program, and modifying the time and/or space state of the terminal equipment to trigger the content of the application program to change); specifically, in this embodiment, the content of the triggering application program is changed by modifying the time and/or space state of the terminal device, capturing a screenshot of the modified functional interface of the application program, and comparing the captured image with the captured image of the initial opening of the application program, so as to compare the difference of the functional interface of the application program; in addition, the content of the application program is changed, for example, the application program pushes and updates, displays information of different interface contents and the like;
in one embodiment, the change of the content of the application program can be triggered by modifying the time state of the terminal device, for example, the user uses the application program from the last ten points to the first six points, and the application program pushes the update or the content change;
in another embodiment, the change of the content of the application program can be triggered by modifying the spatial state of the terminal device, for example, the user is invisible to the betting content when using in Beijing, but the user position information is switched to Hebei province, so that the change of the application content of the application program can be triggered;
in a further embodiment, the change of the application content or the push update is triggered after the restart of the application by modifying the temporal and spatial state of the terminal device.
Further, after the modifying the time and/or space state of the terminal device, the method further comprises the following steps: and comparing the initial starting interface of the application program with the interface of the application program of the modified terminal equipment, and processing the application program based on a comparison result.
Specifically, the screenshot is performed on the initial starting interface of the application program, the screenshot is compared with the interface of the application program of the modified terminal equipment, the application program is processed based on the comparison result, the processing operation can be, for example, setting of illegal keywords or filtering analysis of the gambling content, for example, concerning the gambling content, so that the accuracy of monitoring illegal information of the automatic monitoring method of the application program is improved.
In this embodiment, the information content downloaded by the application program at different moments may be recorded in real time, for example, an update package is reserved for pushing update download, or the download data corresponding to the update package is updated and reserved.
In step S300, the monitoring and analyzing the real-time interface picture of the application program includes the following sub-steps:
firstly, classifying real-time interface pictures of application programs obtained after polling detection, for example, classifying according to the names of application program packages;
then, calculating the similarity between the real-time interface pictures of the application programs with the same name by adopting a picture similarity algorithm; the similarity algorithm that can be used in this embodiment includes fuzzy hash, unbalanced SVM, semi-supervised classification, and frak algorithm.
Finally, determining whether illegal information exists in the content of the application program according to the similarity between the real-time interface pictures; specifically, the similarity between the obtained real-time interface pictures of the application programs can be summarized and analyzed, whether the illegal information such as bets is included or not is determined according to the change content between the real-time interface pictures of the similarity of the pictures, if the illegal information exists, the determined result is confirmed in batches, for example, whether the similarity of the real-time interface pictures of the application programs with the same name is smaller than a preset similarity threshold value or not can be judged, and if the similarity of the real-time interface pictures of the application programs with the same name is smaller than the preset similarity threshold value, the illegal information exists in the content of the application programs.
It should be noted that, in this embodiment, the screen may also be recorded on the interface of the application program, so as to obtain a real-time interface picture of the application program.
The automatic monitoring method can automatically monitor the application program package APP on the shelf of various large application markets in batches, automatically screen capture and record, automatically compare, find and detect the replacement content of the application program package APP, and finally carry out statistical analysis on the result.
Example two
Fig. 3 is a schematic structural diagram of an automatic monitoring system of an on-shelf APP according to an embodiment of the present application; referring to fig. 3, the automatic monitoring system includes an installation module, a screenshot module, and an analysis module; wherein,,
the installation module is used for downloading an application program package to be detected and installing an application program;
the screenshot module is used for screenshot the real-time interface of the installed application program to obtain a real-time interface picture of the application program;
the analysis module is used for monitoring and analyzing the real-time interface picture of the application program to determine whether the illegal information exists in the content of the application program.
Further, the screenshot module obtains a real-time interface diagram of the application program by performing the following operations: and carrying out real-time polling detection on the application program and carrying out screenshot on polling results in each period of time so as to obtain a real-time interface picture of the application program.
Further, the automatic monitoring system further comprises a triggering module, wherein the triggering module is used for modifying the time and/or space state of the terminal equipment to trigger the content of the application program to change after the screenshot module performs real-time polling detection on the application program.
Further, the system also includes a processing module that performs the following operations: and comparing the initial starting interface of the application program with the interface of the application program of the modified terminal equipment, and processing the application program based on a comparison result.
Further, the analysis module comprises a classification sub-module, a similarity acquisition sub-module and a determination sub-module; the classifying sub-module is used for classifying the real-time interface pictures of the application program obtained after the polling detection;
the similarity obtaining submodule calculates the similarity between the real-time interface pictures of the application programs with the same name by adopting a picture similarity algorithm;
and the determining submodule determines whether illegal information exists in the content of the application program according to the similarity between the real-time interface pictures.
In addition, the system adopts a mode of combining the self-built monitoring service and the cloud service, see fig. 4, and deploys a plurality of monitoring servers locally (S 1 、S 2 …S n ) Realizing gray application time-sharing and partition detection, building multiple monitoring servers in a cluster supporting mode, and connecting multiple terminal devices (P 1 、P 2 …P n ) Each terminal device corresponds to a server in a cloud service terminal designated area (such as Beijing, shanghai, guangzhou and the like) respectively, and forwards the data message by adopting a network proxy mode, so that application change evidence of an application program package APP is obtained, and automatic monitoring or manual research and judgment are carried out according to the result of a real-time interface picture of the APP to determine whether an application program comprises illegal information or not; meanwhile, the system also supports the horizontal expansion between the peers.
The specific implementation manner of each module is consistent with the specific implementation manner of each method step in the first embodiment, and will not be described herein.
Example III
Fig. 5 is a schematic structural diagram of an electronic device according to an embodiment of the present application, referring to fig. 5, in this embodiment, an electronic device is provided, including but not limited to an electronic device such as a smart phone, a landline phone, a tablet computer, a notebook computer, a wearable device, etc., and the electronic device includes: a processor and a memory storing computer readable instructions which, when executed by the processor, implement the automatic monitoring method of the present application as described above.
Example IV
In this embodiment, a computer readable storage medium is provided, which may be a ROM (e.g., read-only memory, FLASH memory, transfer device, etc.), an optical storage medium (e.g., CD-ROM, DVD-ROM, paper card, etc.), a magnetic storage medium (e.g., magnetic tape, disk drive, etc.), or other type of program storage; the computer readable storage medium has stored thereon a computer program which, when run by a processor or computer, performs the automatic monitoring method of the application described above.
The application has the following advantages:
the application program package APP of the application belongs to the position uploaded by the terminal equipment, the interface content of the application program is also changed, and the monitoring method can lock the changed geographic position of the terminal equipment;
according to the application, automatic screenshot recording and screen recording can be performed through time sharing and partition according to the operation characteristics of the application package APP, and accurate comparison and analysis of pictures can be performed through similarity algorithm on the screenshots of the time sharing and partition, so that the manual auditing workload is reduced;
the method supports a mode of multiple terminals and multiple concurrencies, and can detect the application program package APP in batches;
in addition, the application also supports a plurality of deployment modes such as a cloud platform, localized deployment, mobile toolboxes and the like.
Those of ordinary skill in the art will appreciate that the various illustrative elements and algorithm steps described in connection with the embodiments disclosed herein may be implemented as electronic hardware, or combinations of computer software and electronic hardware. Whether such functionality is implemented as hardware or software depends upon the particular application and design constraints imposed on the solution. Skilled artisans may implement the described functionality in varying ways for each particular application, but such implementation decisions should not be interpreted as causing a departure from the scope of the present application.
In the embodiments provided in the present application, it should be understood that the disclosed apparatus and method may be implemented in other manners. For example, the apparatus embodiments described above are merely illustrative, e.g., the division of the units is merely a logical function division, and there may be additional divisions when actually implemented, e.g., multiple units or components may be combined or integrated into another system, or some features may be omitted or not performed. Alternatively, the coupling or direct coupling or communication connection shown or discussed with each other may be an indirect coupling or communication connection via some interfaces, devices or units, which may be in electrical, mechanical or other form.
The units described as separate units may or may not be physically separate, and units shown as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the units may be selected according to actual needs to achieve the purpose of the solution of this embodiment.
In addition, each functional unit in the embodiments of the present application may be integrated in one processing unit, or each unit may exist alone physically, or two or more units may be integrated in one unit.
The functions, if implemented in the form of software functional units and sold or used as a stand-alone product, may be stored in a computer-readable storage medium. Based on this understanding, the technical solution of the present application may be embodied essentially or in a part contributing to the prior art or in a part of the technical solution, in the form of a software product stored in a storage medium, comprising several instructions for causing a computer device (which may be a personal computer, a server, a network device, etc.) to perform all or part of the steps of the method according to the embodiments of the present application. And the aforementioned storage medium includes: a usb disk, a removable hard disk, a ROM, a RAM, a magnetic disk, or an optical disk, etc.
The foregoing is merely illustrative of the present application, and the present application is not limited thereto, and any person skilled in the art will readily recognize that variations or substitutions are within the scope of the present application. Therefore, the protection scope of the application is subject to the protection scope of the claims.
Claims (6)
1. An automatic monitoring method of an on-shelf APP, which comprises the following steps:
downloading an application program package to be detected and installing an application program;
screenshot is carried out on the real-time interface of the installed application program so as to obtain a real-time interface picture of the application program;
monitoring and analyzing the real-time interface picture of the application program to determine whether the content of the application program has violation information or not;
the real-time interface picture of the application program can be obtained by the following ways: carrying out real-time polling detection on an application program and carrying out screenshot on polling results in each period of time to obtain a real-time interface picture of the application program;
after the application program is subjected to the real-time polling detection, the method further comprises the following steps: the temporal and/or spatial state of the terminal device is modified to trigger a change in the content of the application.
2. The automatic monitoring method according to claim 1, wherein: after said modifying the temporal and/or spatial state of the terminal device, further comprising the steps of: and comparing the initial starting interface of the application program with the interface of the application program of the modified terminal equipment, and processing the application program based on a comparison result.
3. The automatic monitoring method according to claim 2, wherein: the monitoring and analyzing the real-time interface picture of the application program comprises the following substeps:
classifying the real-time interface pictures of the application program obtained after the polling detection;
adopting a picture similarity algorithm to calculate the similarity between the real-time interface pictures of the application programs with the same name;
and determining whether illegal information exists in the content of the application program according to the similarity of the real-time interface pictures.
4. An automatic monitoring system of an on-shelf APP comprises an installation module, a screenshot module and an analysis module;
the installation module is used for downloading an application program package to be detected and installing an application program;
the screenshot module is used for screenshot the real-time interface of the installed application program to obtain a real-time interface picture of the application program;
the analysis module is used for monitoring and analyzing the real-time interface picture of the application program to determine whether the content of the application program has illegal information or not;
the screenshot module obtains a real-time interface diagram of the application program by executing the following operations: carrying out real-time polling detection on an application program and carrying out screenshot on polling results in each period of time to obtain a real-time interface picture of the application program;
the automatic monitoring system also comprises a triggering module, wherein the triggering module is used for modifying the time and/or space state of the terminal equipment to trigger the content of the application program to change after the screenshot module carries out real-time polling detection on the application program.
5. The automated monitoring system of claim 4, wherein: the automatic monitoring system further comprises a processing module, wherein the processing module performs the following operations: and comparing the initial starting interface of the application program with the interface of the application program of the modified terminal equipment, and processing the application program based on a comparison result.
6. The automated monitoring system of claim 5, wherein: the analysis module comprises a classification sub-module, a similarity acquisition sub-module and a determination sub-module; wherein,,
the classifying sub-module is used for classifying the real-time interface pictures of the application program obtained after the polling detection;
the similarity obtaining submodule calculates the similarity between the real-time interface pictures of the application programs with the same name by adopting a picture similarity algorithm;
and the determining submodule determines whether illegal information exists in the content of the application program according to the similarity between the real-time interface pictures.
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| CN112101335B (en) * | 2020-08-25 | 2022-04-15 | 深圳大学 | APP violation monitoring method based on OCR and transfer learning |
| CN112348104B (en) * | 2020-11-17 | 2023-08-18 | 百度在线网络技术（北京）有限公司 | Identification method, device, equipment and storage medium for counterfeit program |
| CN112416795A (en) * | 2020-12-03 | 2021-02-26 | 江苏通付盾科技有限公司 | Application program detection method and device, computer equipment and storage medium |
| CN113176976A (en) * | 2021-04-12 | 2021-07-27 | 网易（杭州）网络有限公司 | Method and device for monitoring on-shelf inclusion of application program |
| CN113656793B (en) * | 2021-08-13 | 2023-06-23 | 展讯通信（上海）有限公司 | Method and device for monitoring instant messaging program on terminal, storage medium and terminal |
Citations (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| EP2030565A1 (en) * | 2007-09-02 | 2009-03-04 | Medicalgorithmics Sp. Z.O.O. | Systems for safe and remote outpatient ECG monitoring |
| CN104956417A (en) * | 2013-02-22 | 2015-09-30 | 优倍快网络公司 | Mobile application for monitoring and controlling devices |
| CN105653975A (en) * | 2015-12-24 | 2016-06-08 | 北京奇虎科技有限公司 | APP (Application) operation control method and device |
| CN106548074A (en) * | 2016-12-09 | 2017-03-29 | 江苏通付盾科技有限公司 | Application program analyzing monitoring method and system |
| WO2018010072A1 (en) * | 2016-07-11 | 2018-01-18 | 深圳前海达闼云端智能科技有限公司 | Method and apparatus for monitoring terminal device |
| CN108023892A (en) * | 2017-12-13 | 2018-05-11 | 广州泰尔智信科技有限公司 | Supervise the method and system of mobile terminal application |
| CN108154031A (en) * | 2018-01-17 | 2018-06-12 | 腾讯科技（深圳）有限公司 | Recognition methods, device, storage medium and the electronic device of camouflage applications program |
| CN108595989A (en) * | 2018-03-15 | 2018-09-28 | 杭州电子科技大学 | Mobile APP security protection systems and method under a kind of iOS |
| CN110231905A (en) * | 2019-05-07 | 2019-09-13 | 华为技术有限公司 | A kind of screenshotss method and electronic equipment |
| CN110457895A (en) * | 2019-08-13 | 2019-11-15 | 国家计算机网络与信息安全管理中心 | A kind of PC application program violation content monitoring method and device |
Family Cites Families (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US9483791B2 (en) * | 2007-03-02 | 2016-11-01 | Spiceworks, Inc. | Network software and hardware monitoring and marketplace |
-
2020
- 2020-03-09 CN CN202010155629.9A patent/CN111400132B/en active Active
Patent Citations (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| EP2030565A1 (en) * | 2007-09-02 | 2009-03-04 | Medicalgorithmics Sp. Z.O.O. | Systems for safe and remote outpatient ECG monitoring |
| CN104956417A (en) * | 2013-02-22 | 2015-09-30 | 优倍快网络公司 | Mobile application for monitoring and controlling devices |
| CN105653975A (en) * | 2015-12-24 | 2016-06-08 | 北京奇虎科技有限公司 | APP (Application) operation control method and device |
| WO2018010072A1 (en) * | 2016-07-11 | 2018-01-18 | 深圳前海达闼云端智能科技有限公司 | Method and apparatus for monitoring terminal device |
| CN106548074A (en) * | 2016-12-09 | 2017-03-29 | 江苏通付盾科技有限公司 | Application program analyzing monitoring method and system |
| CN108023892A (en) * | 2017-12-13 | 2018-05-11 | 广州泰尔智信科技有限公司 | Supervise the method and system of mobile terminal application |
| CN108154031A (en) * | 2018-01-17 | 2018-06-12 | 腾讯科技（深圳）有限公司 | Recognition methods, device, storage medium and the electronic device of camouflage applications program |
| CN108595989A (en) * | 2018-03-15 | 2018-09-28 | 杭州电子科技大学 | Mobile APP security protection systems and method under a kind of iOS |
| CN110231905A (en) * | 2019-05-07 | 2019-09-13 | 华为技术有限公司 | A kind of screenshotss method and electronic equipment |
| CN110457895A (en) * | 2019-08-13 | 2019-11-15 | 国家计算机网络与信息安全管理中心 | A kind of PC application program violation content monitoring method and device |
Non-Patent Citations (1)
| Title |
|---|
| 移动互联网智能药箱APP界面设计研究;赵昕蓓;;技术与市场;第25卷(第09期);59-60 * |
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Inventor after: Li Haiming Inventor after: Dong Hong Inventor after: Li Feibo Inventor after: Pan Qinyi Inventor after: Xiong Du Inventor after: Qian Hantao Inventor before: Dong Hong Inventor before: Li Feibo Inventor before: Pan Yiqin |